What are the limitations of automated grading?
An example of an AI chatbot conversation about the limitations of automated grading systems.
What are the limitations of automated grading?
Automated grading systems can struggle with nuanced responses, creativity, and understanding context.
Can they accurately assess essays?
Not always. They may miss subtle arguments or unique writing styles that a human grader would catch.
What about multiple-choice questions?
Multiple-choice questions are easier for automated systems, but they can't assess critical thinking or reasoning.
Are there any biases in automated grading?
Yes, biases can occur if the algorithms are trained on unrepresentative data, affecting fairness.
How can these limitations be addressed?
Combining automated grading with human oversight can help mitigate these limitations and improve accuracy.
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